시스템자가 보고크립토Python

AI-Scalpel-Trading-Bot

A python bot that lets you trade in most crypto exchanges and allows you to optimize your strategies with machine learning.

시스템 구조

활용 데이터
Binanceccxt 지원 거래소가격/거래량 데이터
규칙 / 전략

저장소별 전략/실행 조건 확인 필요

실행

거래소 API 기반 자동 주문 실행

에디터 요약

저장소 설명과 공개 메타데이터 기준으로 AI/LLM 또는 머신러닝 활용, Python 기반 구현, 암호화폐 거래 봇, 거래소 API/프레임워크 성격의 프로젝트로 파악했습니다. 확인 근거는 README, 저장소 설명, GitHub 지표, 파이프라인 필드이며, 주요 데이터는 Binance, ccxt 지원 거래소, 가격/거래량 데이터입니다. 전략/실행 조건은 저장소별 문서와 코드 확인이 필요하며, 실행 방식은 "거래소 API 기반 자동 주문 실행"라고 보수적으로 기록했습니다. GitHub 지표는 별 446개, 포크 73개입니다.

저장소hackobi/AI-Scalpel-Trading-Bot
제작자hackobi
스타 / 포크★ 446 / 73
라이선스GPL-3.0
최근 업데이트2023-10-18
스냅샷 시점2026-07-08 (아래 README는 이 시점의 사본입니다)

아래는 제3자가 작성·공개한 오픈소스 코드입니다. QuantField는 해당 코드의 동작과 안전성을 보증하지 않으며, 설치·실행 전 코드를 직접 검토하시기 바랍니다.

GitHub에서 보기 →

README

AI-Scalpel-Trading-Bot

Disclaimer

This software is for educational purposes only. Do not risk money which you are afraid to lose. USE THE SOFTWARE AT YOUR OWN RISK. THE AUTHORS AND ALL AFFILIATES ASSUME NO RESPONSIBILITY FOR YOUR TRADING RESULTS.

Always start by running a trading bot in Dry-run and do not engage money before you understand how it works and what profit/loss you should expect.

This is an implementation of freqtrade where different machine learning implementations will be tested.

Build Status Coverage Status Documentation Maintainability

Freqtrade is a free and open source crypto trading bot written in Python. It is designed to support all major exchanges and be controlled via Telegram. It contains backtesting, plotting and money management tools as well as strategy optimization by machine learning.

freqtrade

Exchange marketplaces supported

Documentation

Documentation.

Features

  • Based on Python 3.6+: For botting on any operating system - Windows, macOS and Linux.
  • Persistence: Persistence is achieved through sqlite.
  • Dry-run: Run the bot without playing money.
  • Backtesting: Run a simulation of your buy/sell strategy.
  • Strategy Optimization by machine learning: Use machine learning to optimize your buy/sell strategy parameters with real exchange data.
  • Edge position sizing Calculate your win rate, risk reward ratio, the best stoploss and adjust your position size before taking a position for each specific market. Learn more.
  • Whitelist crypto-currencies: Select which crypto-currency you want to trade or use dynamic whitelists.
  • Blacklist crypto-currencies: Select which crypto-currency you want to avoid.
  • Manageable via Telegram: Manage the bot with Telegram.
  • Display profit/loss in fiat: Display your profit/loss in 33 fiat.
  • Daily summary of profit/loss: Provide a daily summary of your profit/loss.
  • Performance status report: Provide a performance status of your current trades.

Quick start

Freqtrade provides a Linux/macOS script to install all dependencies and help you to configure the bot.

git clone git@github.com:freqtrade/freqtrade.git
cd freqtrade
git checkout develop
./setup.sh --install

Other installations.

Basic Usage

Bot commands

usage: freqtrade [-h] [-v] [--logfile FILE] [--version] [-c PATH] [-d PATH]
                 [-s NAME] [--strategy-path PATH] [--dynamic-whitelist [INT]]
                 [--db-url PATH] [--s